{"id":11922,"date":"2018-10-11T01:00:00","date_gmt":"2018-10-10T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%e4%bc%9a%e8%ae%ae%e6%b6%88%e6%81%af-ucla%e6%95%b0%e5%ad%a6%e7%a0%94%e7%a9%b6%e6%89%80%e9%95%bf%e6%9c%9f%e4%ba%a4%e6%b5%81%e9%a1%b9%e7%9b%ae%ef%bc%9a%e7%89%a9%e7%90%86%e4%b8%8e%e6%9c%ba%e5%99%a8\/"},"modified":"2019-01-03T10:26:07","modified_gmt":"2019-01-03T02:26:07","slug":"%e4%bc%9a%e8%ae%ae%e6%b6%88%e6%81%af-ucla%e6%95%b0%e5%ad%a6%e7%a0%94%e7%a9%b6%e6%89%80%e9%95%bf%e6%9c%9f%e4%ba%a4%e6%b5%81%e9%a1%b9%e7%9b%ae%ef%bc%9a%e7%89%a9%e7%90%86%e4%b8%8e%e6%9c%ba%e5%99%a8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=11922","title":{"rendered":"\u4f1a\u8bae\u6d88\u606f| UCLA\u6570\u5b66\u7814\u7a76\u6240\u957f\u671f\u4ea4\u6d41\u9879\u76ee\uff1a\u7269\u7406\u4e0e\u673a\u5668\u5b66\u4e60"},"content":{"rendered":"
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\"\u96c6\u667a\"<\/p>\n

\u6765\u6e90\uff1a http:\/\/www.ipam.ucla.edu\/programs\/long-programs\/machine-learning-for-physics-and-the-physics-of-learning\/<\/span><\/span><\/strong><\/p>\n

\u4eca\u5929\u7ed9\u5927\u5bb6\u63a8\u8350\u4e00\u4e2a\u957f\u671f\u7684\u4ea4\u6d41\u9879\u76ee\uff0c\u5bf9\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u53c2\u52a0\u3002\u8fd9\u4e2a\u9879\u76ee\u662f\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\u6570\u5b66\u7814\u7a76\u6240\u7684\u4e00\u4e2a\u957f\u671f\u9879\u76ee\uff0c\u9879\u76ee\u65f6\u95f4\u662f2019\u5e749\u67084\u65e5\u20142019\u5e7412\u67088\u65e5\uff0c\u4e3b\u9898\u662f\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4ea4\u53c9\u9886\u57df\u7684\u4ea4\u6d41\u548c\u7814\u7a76\uff0c<\/strong>\u5177\u4f53\u5185\u5bb9\u4ecb\u7ecd\u5982\u4e0b\u3002<\/span><\/p>\n

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\u6d3b\u52a8\u6982\u8ff0<\/strong><\/p>\n

 <\/p>\n<\/section>\n<\/section>\n<\/section>\n

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\u673a\u5668\u5b66\u4e60\u8fc5\u901f\u5d1b\u8d77\uff0c\u6210\u4e3a\u7269\u7406\u5b66\u5bb6\u548c\u5316\u5b66\u5bb6\u4eec\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u5e2e\u52a9\u4ed6\u4eec\u4ece\u5b9e\u9a8c\u548c\u6a21\u62df\u4ea7\u751f\u7684\u5927\u91cf\u6570\u636e\u4e2d\u83b7\u53d6\u672c\u8d28\u7684\u4fe1\u606f\u3002\u7269\u7406\u5b66\u5bb6\u4eec\u901a\u8fc7\u5b66\u4e60\u3001\u53d1\u5c55\u548c\u5e94\u7528\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u4ee5\u4e00\u79cd\u5168\u65b0\u7684\u65b9\u5f0f\u6765\u7814\u7a76\u9ad8\u7ef4\u590d\u6742\u7684\u6570\u636e\uff0c\u5728\u7269\u7406\u5b66\u7684\u6bcf\u4e2a\u5206\u652f\u90fd\u53d6\u5f97\u4e86\u91cd\u5927\u8fdb\u5c55\u3002<\/span><\/p>\n

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\"\u96c6\u667a\"<\/p>\n

\u8fc4\u4eca\u4e3a\u6b62\uff0c\u673a\u5668\u5b66\u4e60\u5728\u7269\u7406\u5b66\u9886\u57df\u7684\u5e94\u7528\u5927\u591a\u53ea\u662f\u300c\u4f4e\u5782\u679c\u5b9e\uff08<\/strong><\/span>low-hanging fruits\uff09\u300d<\/strong><\/span>\uff08\u300c\u4f4e\u5782\u679c\u5b9e\u300d\u662f\u4e00\u4e2a\u6bd4\u55bb\uff0c\u5e38\u7528\u6765\u8868\u793a\u5148\u505a\u6700\u7b80\u5355\u7684\u5de5\u4f5c\uff0c\u6216\u8005\u5bb9\u6613\u89e3\u51b3\u95ee\u9898\uff0c\u4ece\u800c\u5f97\u5230\u770b\u4e0a\u53bb\u5f88\u597d\u7684\u7ed3\u679c\uff09\uff0c<\/strong>\u56e0\u4e3a\u4ed6\u4eec\u4e3b\u8981\u96c6\u4e2d\u5728\u5229\u7528\u6570\u636e\u62df\u5408\u7269\u7406\u5b66\u4e2d\u5df2\u6709\u7684\u6a21\u578b\u6216\u8005\u662f\u53d1\u73b0\u5f3a\u7684\u7279\u5f81\u4fe1\u53f7\u3002\u4f46\u662f\u6211\u4eec\u4e5f\u76f8\u4fe1\u673a\u5668\u5b66\u4e60\u662f\u6709\u673a\u4f1a\u53bb\u5b66\u4e60\u51fa\u65b0\u7684\u6a21\u578b\u7684\uff0c\u8fd9\u4e00\u70b9\u4ee4\u4eba\u5174\u594b\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u673a\u5668\u5b66\u4e60\u53ef\u4ee5\u53d1\u73b0\u6570\u636e\u80cc\u540e\u7684\u7269\u7406\u89c4\u5f8b\u6216\u8005\u7ed3\u6784\u3002\u800c\u4e14\uff0c\u5982\u679c\u52a0\u4ee5\u66f4\u5f3a\u7684\u73b0\u5b9e\u7ea6\u675f\u6761\u4ef6\uff0c\u673a\u5668\u5b66\u4e60\u4e5f\u80fd\u591f\u53bb\u4ea7\u751f\u548c\u8bbe\u8ba1\u590d\u6742\u3001\u65b0\u5947\u7684\u7269\u7406\u7ed3\u6784\u4e0e\u5bf9\u8c61\u3002<\/span><\/p>\n

\u6700\u7ec8\uff0c\u7269\u7406\u5b66\u5bb6\u4eec\u7edd\u4e0d\u4ec5\u4ec5\u662f\u60f3\u62df\u5408\u6570\u636e\uff0c\u800c\u662f\u60f3\u83b7\u5f97\u7269\u7406\u4e0a\u53ef\u7406\u89e3\u548c\u89e3\u91ca\u7684\u6a21\u578b\uff0c\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u901a\u8fc7\u4fdd\u6301\u7269\u7406\u4e0a\u6709\u610f\u4e49\u7684\u7ea6\u675f\u6761\u4ef6\uff0c\u5982\u5b88\u6052\u5b9a\u5f8b\u548c\u5bf9\u79f0\u5173\u7cfb\uff0c\u5efa\u7acb\u9884\u6d4b\u7ed3\u679c\u4e0e\u4f5c\u4e3a\u8f93\u5165\u7684\u5fae\u89c2\u7269\u7406\u91cf\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/span><\/p>\n

\u5b66\u79d1\u4ea4\u53c9\u53ef\u4ee5\u4f7f\u5f97\u4e24\u4e2a\u9886\u57df\u90fd\u83b7\u5f97\u53d1\u5c55\u3002<\/span><\/strong>\u6211\u4eec\u77e5\u9053\u673a\u5668\u5b66\u4e60\u6700\u521d\u5c31\u662f\u4ece\u7edf\u8ba1\u7269\u7406\u4e2d\u83b7\u5f97\u7684\u542f\u53d1\u3002\u5f88\u591a\u73b0\u4ee3\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u5982\u53d8\u5206\u63a8\u7406\u548c\u6700\u5927\u71b5\u539f\u7406\uff0c\u90fd\u662f\u5bf9\u7269\u7406\u5b66\u5bb6\u4eec\u53d1\u660e\u7684\u6982\u5ff5\u7684\u6539\u8fdb\u3002\u7269\u7406\u5b66\u3001\u4fe1\u606f\u7406\u8bba\u548c\u7edf\u8ba1\u5b66\u4e60\u8fd9\u4e09\u8005\u662f\u7d27\u5bc6\u5173\u8054\u7684\uff0c\u672c\u8d28\u4e0a\u8bf4\uff0c\u5b83\u4eec\u90fd\u662f\u4ece\u6709\u566a\u97f3\u7684\u6570\u636e\u4e2d\u83b7\u53d6\u6709\u6548\u4fe1\u606f\uff0c\u6240\u4ee5\u6211\u4eec\u5e0c\u671b\u53ef\u4ee5\u4ece\u6570\u636e\u4e2d\u53d1\u73b0\u7279\u5b9a\u60c5\u5883\u4e0b\u7684\u7269\u7406\u89c4\u5f8b\uff0c\u63a8\u52a8\u4ea4\u53c9\u5b66\u79d1\u9886\u57df\u7684\u5b66\u4e60\u548c\u4ea4\u6d41\u3002<\/span><\/p>\n

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\u7ec4\u7ec7\u59d4\u5458\u4f1a<\/strong><\/p>\n

 <\/p>\n

Steve Brunton<\/strong>(University of Washington)<\/span><\/span><\/p>\n

Cecilia Clementi<\/strong>(Rice University, Chemistry)<\/span><\/span><\/p>\n

Yann LeCun<\/strong>(Facebook)<\/span><\/span><\/p>\n

Marina Meila<\/strong>(University of Washington, Statistics)<\/span><\/span><\/p>\n

Frank Noe<\/strong>(Freie Universit\u00e4t Berlin)<\/span><\/span><\/p>\n

Francesco Paesani<\/strong>(University of California, San Diego (UCSD))<\/span><\/span><\/p>\n

\n

\u9879\u76ee\u4fe1\u606f<\/strong><\/p>\n

 <\/p>\n

\u8fd9\u4e2a\u9879\u76ee\u5305\u62ec\u5f00\u653e\u65e5\uff08opening day\uff09\uff0c\u6559\u7a0b\uff08tutorials)\uff0c\u4e00\u7cfb\u5217\u7684\u5de5\u4f5c\u574a(workshops)\uff0c\u4ee5\u53ca\u5728\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821(UCLA)\u7684\u963f\u7f57\u7ef4\u5fb7\u6e56\u4f1a\u8bae\u4e2d\u5fc3(Lake Arrowhead Conference Center)\u4e3e\u529e\u4e00\u4e2a\u8bb2\u4e60\u73ed(culminating workshop)\u3002 \u5927\u591a\u6570\u53c2\u4e0e\u8005\uff0c\u5305\u62ec\u51e0\u4f4d\u8d44\u6df1\u7684\u6770\u51fa\u79d1\u5b66\u5bb6\uff0c\u5728\u6574\u4e2a\u671f\u95f4\u4f1a\u4e00\u76f4\u5f85\u5728\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\u7684\u6570\u5b66\u7814\u7a76\u6240(IPAM)\u3002\u8bb2\u4e60\u73ed\u4e4b\u95f4\u5c06\u6709\u6d3b\u52a8\u8ba8\u8bba\u73af\u8282\uff0c\u5982\u8ba8\u8bba\u4f1a\u548c\u8ba8\u8bba\u5c0f\u7ec4\uff0c\u957f\u671f\u548c\u77ed\u671f\u53c2\u4e0e\u8005\u4ee5\u53ca\u6765\u8bbf\u8005\u90fd\u53ef\u4ee5\u53c2\u52a0\u3002<\/strong><\/span><\/p>\n

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\u4f1a\u8bae\u65e5\u7a0b\u53ca\u5b89\u6392<\/strong><\/p>\n

 <\/p>\n

\n\n\n\n\n\n\n\n\n\n\n
\u4f1a\u8bae\u65f6\u95f4<\/span><\/strong><\/td>\n\u4e3b\u9898<\/span><\/strong><\/td>\n<\/tr>\n
2019.11.04<\/span><\/td>\n\u5f00\u653e\u65e5<\/span><\/strong><\/p>\n

\uff08opening day\uff09<\/span><\/td>\n<\/tr>\n

2019.11.05-2019.11.10<\/span><\/td>\n\u7269\u7406\u548c\u673a\u5668\u5b66\u4e60\u6559\u7a0b<\/span><\/strong><\/p>\n

\uff08Machine Learning for Physics and the Physics of Learning Tutorials\uff09<\/span><\/td>\n<\/tr>\n

2019.09.23-2019.09.27<\/span><\/td>\n\u5de5\u4f5c\u574a\u4e00\uff1a\u4ece\u88ab\u52a8\u5230\u4e3b\u52a8\u2014\u751f\u6210\u548c\u5f3a\u5316\u5b66\u4e60\u4e0e\u7269\u7406<\/span><\/strong><\/p>\n

( Workshop I: From Passive to Active: Generative and Reinforcement Learning with Physics)<\/span><\/td>\n<\/tr>\n

2019.10.14-2019.10.18<\/span><\/td>\n\u5de5\u4f5c\u574a\u4e8c\uff1a\u7269\u7406\u5b66\u79d1\u4e2d\u7684\u89e3\u91ca\u6027\u5b66\u4e60<\/span><\/strong><\/p>\n

(Workshop II: Interpretable Learning in Physical Sciences)<\/span><\/td>\n<\/tr>\n

2019.10.28-2019.11.01<\/span><\/td>\n\u5de5\u4f5c\u574a\u4e09\uff1a\u5728\u5b66\u4e60\u7269\u7406\u6a21\u578b\u4e2d\u7684\u9a8c\u8bc1\u548c\u8bc4\u4f30\u2014\u4ece\u6a21\u5f0f\u5230\u81ea\u7136\u89c4\u5f8b\u7684\u6cbb\u7406\u6cd5\u5219<\/span><\/strong><\/p>\n

(Workshop III: Validation and Guarantees in Learning Physical Models: from Patterns to Governing Equations to Laws of Nature)<\/span><\/td>\n<\/tr>\n

2019.11.18-2019.11.22<\/span><\/td>\n\u5de5\u4f5c\u574a\u56db\uff1a\u4ece\u7269\u7406\u89c6\u89d2\u770b\u673a\u5668\u5b66\u4e60<\/span><\/strong><\/p>\n

(Workshop IV: Using Physical Insights for Machine Learning)<\/span><\/td>\n<\/tr>\n

2019.12.03-2019.12.08<\/span><\/td>\n\u5728\u963f\u7f57\u7ef4\u5fb7\u6e56\u4f1a\u8bae\u4e2d\u5fc3\u7684\u8bb2\u4e60\u73ed<\/span><\/strong><\/p>\n

(Machine Learning for Physics Culminating Workshop at Lake Arrowhead)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

\u7533\u8bf7<\/strong><\/p>\n

 <\/p>\n

\u5982\u679c\u60f3\u7533\u8bf7\u8d22\u653f\u652f\u6301\uff0c\u4ee5\u53c2\u52a0\u5e76\u957f\u671f\u53c2\u4e0e\u6574\u4e2a\u9879\u76ee\uff0c\u53ef\u4ee5\u70b9\u51fb\u4e0b\u65b9\u7684\u94fe\u63a5\u3002<\/span><\/strong>\u5982\u679c\u4f60\u5e0c\u671b\u7533\u8bf7\u6216\u6ce8\u518c\u5176\u4e2d\u4e00\u4e2a\u5de5\u4f5c\u574a\uff0c\u8bf7\u4f7f\u7528\u8be5\u5de5\u4f5c\u574a\u7684\u7533\u8bf7\u8868\u683c\uff0c\u6211\u4eec\u5e0c\u671b\u4f60\u5c3d\u65e9\u7533\u8bf7\u3002 \u7533\u8bf7\u5c06\u4e8e2019\u5e746\u67084\u65e5(\u661f\u671f\u4e8c)\u622a\u6b62\uff0c\u4f60\u53ef\u4ee5\u5728\u622a\u6b62\u65e5\u671f\u524d\u7684\u4efb\u4f55\u65f6\u95f4\u63d0\u51fa\u3002 \u8d44\u52a9\u51b3\u5b9a\u4e00\u7ecf\u4f5c\u51fa\uff0c\u5373\u4f1a\u901a\u77e5\u6210\u529f\u7533\u8bf7\u8005\u3002<\/span><\/p>\n

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\u95ee\u9898\u548c\u652f\u6301\u6750\u6599\u5e94\u8be5\u53d1\u9001\u5230\u7535\u5b50\u90ae\u4ef6\uff1a<\/p>\n

mlp2019@ipam.ucla.edu\u3002<\/p>\n

\u7533\u8bf7\u94fe\u63a5\uff1a<\/p>\n

http:\/\/helper.ipam.ucla.edu\/wordpress_includes\/signup\/wp_eventsignup.aspx?pc=mlp2019<\/p>\n<\/blockquote>\n

\u6211\u4eec\u901a\u5e38\u5411\u6b63\u5904\u4e8e\u804c\u4e1a\u751f\u6daf\u65e9\u671f\u9636\u6bb5\u7684\u535a\u58eb\u3001\u7814\u7a76\u751f\u548c\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u652f\u6301; \u7136\u800c\uff0c\u6211\u4eec\u540c\u6837\u9f13\u52b1\u5bf9\u8fd9\u4e00\u9886\u57df\u611f\u5174\u8da3\u7684\u5404\u7ea7\u6570\u5b66\u5bb6\u548c\u79d1\u5b66\u5bb6\u63d0\u51fa\u7533\u8bf7\u8d44\u52a9\u3002 \u540c\u65f6\u4e5f\u6b22\u8fce\u5904\u4e8e\u804c\u4e1a\u751f\u6daf\u7684\u5973\u6027\u548c\u5c11\u6570\u7fa4\u4f53\u7684\u6570\u5b66\u5bb6\u548c\u79d1\u5b66\u5bb6\u63d0\u51fa\u7533\u8bf7\uff0c\u652f\u6301\u4ed6\u4eec\u662fIPAM\u4e00\u76f4\u4ee5\u6765\u7684\u4f7f\u547d\u548c\u613f\u666f\u3002<\/span><\/p>\n

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\u7f16\u8f91\uff1a\u5b5f\u5a55<\/p><\/blockquote>\n

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\u89e3\u8bfb\u5e42\u5f8b\u5206\u5e03\u4e0e\u65e0\u6807\u5ea6\u7f51\u7edc | \u957f\u6587\u7efc\u8ff0<\/a><\/strong><\/p>\n

\u793e\u7fa4\u53d1\u5c55\u7684\u5e95\u5c42\u903b\u8f91\uff1a\u5339\u914d\u751f\u957f\u6a21\u578b | \u300a\u89c4\u6a21\u300b<\/strong><\/a><\/p>\n

\u300a\u89c4\u6a21\u300b\u4e4b\u7236Geoffrey West\u2014\u2014\u201c\u8bfa\u8d1d\u5c14\u8de8\u5b66\u79d1\u5956\u201d\u5019\u9009\u4eba<\/strong><\/strong><\/a><\/p>\n

\u9664\u4e86\u65f6\u95f4\u3001\u7a7a\u95f4\uff0c\u4f60\u8fd8\u53ef\u4ee5\u4ece\u54ea\u4e2a\u7ef4\u5ea6\u770b\u5f85\u4e16\u754c\uff01<\/strong><\/a><\/p>\n

\u751f\u7269\u5927\u5c0f\u3001\u57ce\u5e02\u89c4\u6a21\u3001\u516c\u53f8\u5bff\u547d\uff0c\u80cc\u540e\u7adf\u7136\u9075\u5faa\u540c\u4e00\u5957\u89c4\u6a21\u6cd5\u5219\uff01<\/strong><\/a><\/p>\n

\u5f20\u6c5f\uff1a\u5bfb\u627e\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u725b\u987f<\/strong><\/a><\/p>\n

\u738b\u5c0f\u5ddd\uff1a\u4f01\u4e1a\u4e0e\u751f\u547d\u4f53<\/strong><\/a><\/p>\n

\u5415\u7433\u5a9b\uff1a\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u6cd5\u5219<\/a><\/strong><\/p>\n

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\"\u96c6\u667a\"<\/p>\n

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\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/strong><\/p>\n

\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/strong><\/p>\n

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\u25c6\u25c6\u25c6<\/strong><\/strong><\/h1>\n<\/section>\n

\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n

\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/p>\n

\"\u96c6\u667a\"<\/p>\n<\/section>\n

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\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08 \u96c6\u667a\u4ff1\u4e50\u90e8 \uff09\uff1a\u96c6\u667a<\/a><\/p><\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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